How can I "un-love" a photo?

Select the photo from the event gallery you'd like to unlove. In the photo's detail view, tap the heart icon at the top of the photo and you'll see it turn from pink to white. 'Unloving' a photo will remove that photo from your favorites gallery located in the user profile section (last icon to the right on the bottom tab bar).